Hello,I have a jetson agx orin (version of jetpack is 5.1.2) and I’m having some problems with the environment: I installed anaconda on orin and created a python3.8 environment. I’m in the web site Installing PyTorch for Jetson Platform - NVIDIA Docs to download the torch-2.0.0+nv23.05-cp38-cp38-li…

Hi, No, you just need to build TorchVision from the source. BUILD_VERSION should be 0.14.1. $ sudo apt-get install libjpeg-dev zlib1g-dev libpython3-dev libopenblas-dev libavcodec-dev libavformat-dev libswscale-dev $ git clone --branch <version> https://github.com/pytorch/vision torchvision # s…

Hi, Please try TorchVision v0.14.1 for our v2.0.0 PyTorch. Or you can use our l4t-pytorch that has both PyTorch and TorchVision installed. NVIDIA L4T PyTorch | NVIDIA NGC PyTorch is a GPU accelerated tensor computational framework with a Python front end. This container contains PyT…

I installed torchvision v0.14.1, but it gave me a new error： >>>import torchvision /home/thmos/anaconda3/envs/env1/lib/python3.8/site-packages/torchvision/io/image.py:13: UserWarning: Failed to load image Python extension: /home/thmos/anaconda3/envs/env1/lib/python3.8/site-packages/torchvision/im…

Thanks for your reply, I successfully installed torchvision. Unfortunately, it still reports errors >>>import torchvision /home/thmos/anaconda3/envs/env1/lib/python3.8/site-packages/torchvision/io/image.py:13: UserWarning: Failed to load image Python extension: /home/thmos/anaconda3/envs/env1/lib…

Sorry, I tried this many times, both in anaconda environment and ubuntu default environment, and I successfully installed torch2.0.0+nv23.05 and torchvision0.14.1a0+5e8e2f1, but I still got an error: /home/bigai/torchvision_0.14.1/torchvision/io/image.py:13: UserWarning: Failed to load image Pytho…

For PyTorch 2.0.0, the Torchvision version should be 0.15.X, v0.15.1 is what is in use the the Jetson l4t-pytorch containers ( https://github.com/dusty-nv/jetson-containers/tree/master/packages/l4t/l4t-pytorch ). To match up versions of Torch with Torchvision see: GitHub - pytorch/vision: Datasets, T…

Thanks for your help, I successfully installed torchvision. Ultimately, the problem is anaconda. I was unable to install torchvision from the source code in the conda environment. And if I had torch 2.0.0+nv23.05 installed in both conda and the default environment, neither environment would work wit…

Torch and torchvision versions are not compatible

Robotics & Edge Computing Jetson Systems Jetson AGX Orin

AastaLLL August 15, 2023, 5:12am 5

Hi,

Do you build TorchVision from the source?

The pip installation doesn’t have CUDA support.
Please install it from the source with the instructions shared in the below topic:

Thanks.

Topic		Replies	Views
What is proper version of torchvision for torch 2.0.0+nv23.5 Jetson AGX Orin yolo , pytorch	4	3004	July 13, 2023
Torchvision on Jetson AGX Orin DevKit Jetson AGX Orin pytorch	6	3298	June 2, 2023
Incompatible version of torchvision on Jetson AGX Orin (Developer Kit) Jetson AGX Orin pytorch	7	1105	May 13, 2024
What is the compatible torchvision version for torch-1.14.0a0+44dac51c.nv23.2 installed on AGX ORIN( Ubuntu-22.04, JP-5.1/5.0, Python-3.8, CUDA-11.4) Jetson AGX Orin pytorch	18	4036	April 27, 2023
Pytorch compatibility issues (torch 2.0.0+nv23.5 && torchvision 0.15.1) Jetson Orin NX pytorch	9	18942	June 13, 2023
Torchvison compatibility Jetson Orin Nano yolo , pytorch	7	1636	August 5, 2024
Incompatibility between PyTorch and Torchvision for Jetpack 5.1.2 on AGX Orin Jetson AGX Orin pytorch	6	505	October 4, 2024
Orin AGX pyTorch SDK 513 Jetson AGX Orin pytorch	8	1138	March 7, 2024
Pytorch AND TORCHVISION on AGX Orin Jetson AGX Orin pytorch	3	2633	February 21, 2024
[Orin AGX] pytorch install problem Jetson AGX Orin cuda , pytorch	4	300	September 18, 2025

Torch and torchvision versions are not compatible

Related topics